Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840008024

The MH-36 locality cells most similar to this Nagpur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008088

distance 0.084

#2 · Nagpurcell 4840007723

distance 0.098

#3 · Nagpurcell 4840007407

distance 0.116

#4 · Nagpurcell 4840006999

distance 0.123

#5 · Nagpurcell 4840001845

distance 0.123

#6 · Nagpurcell 4840007588

distance 0.129

#7 · Nagpurcell 4840007308

distance 0.134

#8 · Nagpurcell 4840007213

distance 0.134

#9 · Nagpurcell 4840007102

distance 0.14

#10 · Akolacell 4670004380

distance 0.147 · cross-district

#11 · Amravaticell 4680004682

distance 0.148 · cross-district

#12 · Nagpurcell 4840008026

distance 0.149

#13 · Wardhacell 4980003633

distance 0.152 · cross-district

#14 · Nagpurcell 4840008151

distance 0.153

#15 · Nagpurcell 4840005459

distance 0.154

#16 · Nagpurcell 4840001753

distance 0.155

#17 · Nagpurcell 4840008087

distance 0.157

#18 · Akolacell 4670004385

distance 0.159 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":484,"cluster_id":4840008024}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.